A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends

• Published in: arXiv.org
• Main Authors: Zheng, Zibin, Ning, Kaiwen, Wang, Yanlin, Zhang, Jingwen, Zheng, Dewu, Ye, Mingxi, Chen, Jiachi
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 17.11.2023
• Subjects: Large language models; Questions; Software engineering

General large language models (LLMs), represented by ChatGPT, have demonstrated significant potential in tasks such as code generation in software engineering. This has led to the development of specialized LLMs for software engineering, known as Code LLMs. A considerable portion of Code LLMs is der...